googleapis / googleapis/python-aiplatform
This module is taking up too much memory.
- 主要语言
- Python
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- 派生
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- 平均合并
- 1 天 13 小时
- 30 天内合并 PR
- 44
描述
## My Problem
- When installing and importing vertexai, it immediately takes up about 250MB.
```
# uv add google-cloud-aiplatform
import vertexai
```
- So, if I'm using eight multiprocessors, adding this module alone will increase my base memory usage by about 2GB.
## Question
- I think this is too heavy for a single module.
- Where does this massive size come from? Is it because of the numerous shared libraries?
- Is there a way to reduce the memory footprint of the module?
贡献指南
调研方向
Reproduce the reported memory increase using the shown `uv add google-cloud-aiplatform` and `import vertexai` steps, then inspect the package's dependencies and imported shared libraries. Done means identifying the main source of the roughly 250 MB footprint and determining a concrete, validated way to reduce it.
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评估
- 技术栈
- google-cloud, python
- 领域
- machine-learning
- Issue 类型
- 缺陷
- 难度
- 4/5
- 预计耗时
- 3-5 天
- 活跃度
- 停滞
- 描述清晰度
- 需要澄清
- 新手友好度
- 35/100